Issue with large sprite file

If you are on an iPhone4(s) or third generation iPad, you should not see the icons immediately below. The sprite dimensions are 2100x2600px (5,460,000 pixels).

However, by cropping the pixel dimensions of the exact same image to 2000x2600px (5,200,000 pixels), they show up fine.

Icons courtesy of GoSquared.